Unified desktop + browser automation. Routes DOM targets to CDP (cli-jaw browser), desktop apps to Computer Use, hybrid combos to both. Codex desktop/CLI + macOS required for Computer Use.
Backend engineering guide for orchestrated sub-agents. Framework-agnostic API design, clean architecture, database optimization, security hardening, systematic debugging. Modular: SKILL.md orchestrator + references/ for deep guidance. Injected when role=backend.
Code review guide for all orchestrated sub-agents. Review process, quality thresholds, antipattern detection, giving/receiving feedback. Available to any agent regardless of role — read this SKILL.md when performing or receiving code reviews.
Data engineering and analysis guide for orchestrated sub-agents. Data pipelines, ETL/ELT design, data quality validation, SQL optimization, and analysis patterns. Injected when role=data.
Systematic debugging methodology for all orchestrated sub-agents. 4-phase root cause analysis: investigate → analyze → hypothesize → implement. Injected when encountering errors or during debugging phase.
Production-grade frontend with distinctive aesthetics. Detects stack and applies specialized rules. Modular: SKILL.md orchestrator + references/ for deep guidance. Injected when role=frontend.
PABCD orchestration workflow. Structured 5-phase development with user checkpoints. Injected during orchestration mode.
Scaffold new projects or add feature modules following the Lidge Standard (Feature-based + Colocation + Barrel Export + devlog). Language-agnostic — auto-detects project type from config files. Also audits existing projects for structural compliance. Triggers: scaffold, new project, new feature, init project, audit structure, scaffolding, add module, project setup.